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Analyze Critically

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Stress-test a claim, plan, diagnosis, or design by writing rejection conditions before interpreting the evidence. Use when the user asks to critique, steelman, red-team, find the kill criterion, or what would change your mind. Do not use for a domain go/no-go review, a causal effect estimate, a resolvable forecast, or ordinary implementation.

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  • Added September 30, 2026
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Scanned September 30, 2026

npx -y skills add SylphxAI/skills --skill analyze-critically --agent claude-code

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SKILL.md
---
name: analyze-critically
description: "Stress-test a claim, plan, diagnosis, or design by writing rejection conditions before interpreting the evidence. Use when the user asks to critique, steelman, red-team, find the kill criterion, or what would change your mind. Do not use for a domain go/no-go review, a causal effect estimate, a resolvable forecast, or ordinary implementation."
---

# Analyze Critically

Write rejection conditions before interpreting ambiguous results. Steelman the strongest case against the leading view. Separate observations from inferences.

A generic critical-thinking attitude is not this job. Competing explanations that make different predictions beat a fallacy list. Base rates, incentives, and selection effects move the ranking before extra reading. Buy only the next observation that can kill a live hypothesis.

Open [competing hypotheses](references/competing-hypotheses.md) when the case needs alternative generation, value-of-information, or ACH limits.

Use `review-domain` for a named go/no-go. Use `analyze-causal-inference` when the question is whether a change caused an outcome. Use `forecast-with-calibration` for a resolvable future event. Use `record-structured-deliberation` when several participants must contribute.

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  • SKILL.md1.2 KB
  • references/competing-hypotheses.md1.6 KB

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